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The Profiles of Non-stationarity and Non-linearity in the Time Series of Resting-State Brain Networks

The linearity and stationarity of fMRI time series need to be understood due to their important roles in the choice of approach for brain network analysis. In this paper, we investigated the stationarity and linearity of resting-state fMRI (rs-fMRI) time-series data from the Midnight Scan Club datas...

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Bibliografske podrobnosti
izdano v:Front Neurosci
Main Authors: Guan, Sihai, Jiang, Runzhou, Bian, Haikuo, Yuan, Jiajin, Xu, Peng, Meng, Chun, Biswal, Bharat
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7300942/
https://ncbi.nlm.nih.gov/pubmed/32595440
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.00493
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